An intelligent system for crop identification and classification from UAV images using conjugated dense convolutional neural network.
Akshay PandeyKamal JainPublished in: Comput. Electron. Agric. (2022)
Keyphrases
- convolutional neural network
- image classification
- image data
- ground truth
- three dimensional
- classification accuracy
- plant species
- image database
- edge detection
- input image
- image features
- face detection
- pattern recognition
- feature points
- segmentation algorithm
- test images
- hyperspectral images
- wide baseline
- thematic mapper
- image analysis
- feature extraction
- object recognition
- decision trees
- image collections
- machine learning
- handwritten digits
- extracted features
- automatic classification
- similarity measure
- dense correspondence
- image regions
- class labels
- image processing
- image retrieval
- preprocessing stage
- fractal dimension
- skin lesion
- face recognition
- image registration
- image matching
- segmentation method
- training set
- mobile robot